IDEAS home Printed from https://ideas.repec.org/p/eab/financ/22577.html
   My bibliography  Save this paper

Multi Factor SUR in Event Study Analysis : Evidence from M&A in Singapore’s Financial Industry

Author

Listed:
  • Enrico Tanuwidjaja

    (SCAPE)

Abstract

This paper proposes a use of multi-factor seemingly unrelated regression (SUR) in event study analysis to study mergers and acquisitions in Singapores financial industry. We also study the cross-sector (banking and insurance) domestic acquisition in Singapores financial industry. By contrasting to the use of ordinary least squares (OLS) method, it is found that OLS method seems to underestimate the value of the sample cumulative abnormal returns as compared to SUR. The study also found that post mergers and takeovers in banking and insurance industries tend to have high possibility of negative returns.

Suggested Citation

  • Enrico Tanuwidjaja, 2006. "Multi Factor SUR in Event Study Analysis : Evidence from M&A in Singapore’s Financial Industry," Finance Working Papers 22577, East Asian Bureau of Economic Research.
    • Handle: RePEc:eab:financ:22577
    as

    Download full text from publisher

    File URL: http://www.eaber.org/node/22577
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Cabral, Luis M. B., 2000. "Introduction to Industrial Organization," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262032864, December.
    2. Abhay Abhyankar & Keng-Yu Ho & Huainan Zhao, 2005. "Long-run post-merger stock performance of UK acquiring firms: a stochastic dominance perspective," Applied Financial Economics, Taylor & Francis Journals, vol. 15(10), pages 679-690.
    3. A. Craig MacKinlay, 1997. "Event Studies in Economics and Finance," Journal of Economic Literature, American Economic Association, vol. 35(1), pages 13-39, March.
    4. Abdul Magid Gadad & Hardy Thomas, 2005. "Sources of shareholders' wealth gains from asset sales," Applied Financial Economics, Taylor & Francis Journals, vol. 15(2), pages 137-141.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Enrico Tanuwidjaja, 2006. "Multi Factor SUR in Event Study Analysis: Evidence from M&A in Singapore’s Financial Industry," SCAPE Policy Research Working Paper Series 0607, National University of Singapore, Department of Economics, SCAPE.
    2. Darima Fotheringham & Michael A. Wiles, 2023. "The effect of implementing chatbot customer service on stock returns: an event study analysis," Journal of the Academy of Marketing Science, Springer, vol. 51(4), pages 802-822, July.
    3. Manuel Ammann & Philipp Horsch & David Oesch, 2016. "Competing with Superstars," Management Science, INFORMS, vol. 62(10), pages 2842-2858, October.
    4. DAVID E. ALLEN & MICHAEL McALEER & ROBERT J. POWELL & ABHAY K. SINGH, 2018. "Non-Parametric Multiple Change Point Analysis Of The Global Financial Crisis," Annals of Financial Economics (AFE), World Scientific Publishing Co. Pte. Ltd., vol. 13(02), pages 1-23, June.
    5. Fenech, Jean-Pierre & Skully, Michael & Xuguang, Han, 2014. "Franking credits and market reactions: Evidence from the Australian convertible security market," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 32(C), pages 1-19.
    6. Juan José Echavarría & Luis Fernando Melo & Mauricio Villamizar, 2014. "The Impact of Foreign Exchange Intervention in Colombia. An Event Study Approach," Revista Desarrollo y Sociedad, Universidad de los Andes,Facultad de Economía, CEDE, November.
    7. Camille Baulant & Nivine Albouz, 2021. "Has financial globalization since 1990 reduced income inequality: the role of rating announcements on the volatility and the returns of the Brazilian Financial Market [Les annonces de notation souv," Working Papers hal-03258994, HAL.
    8. Carlo Rosa & Giovanni Verga, 2006. "The Impact of Central Bank Announcements on Asset Prices in Real Time: Testing the Efficiency of the Euribor Futures Market," CEP Discussion Papers dp0764, Centre for Economic Performance, LSE.
    9. Nguyen, Tien-Trung & Wu, Yang-Che & Ke, Mei-Chu & Liao, Tung Liang, 2022. "Can direct government intervention save the stock market?," The Quarterly Review of Economics and Finance, Elsevier, vol. 84(C), pages 271-284.
    10. Marcos Albuquerque Junior & José António Filipe & Paulo de Melo Jorge Neto & Cristiano da Silva, 2021. "The Study of Events Approach Applied to the Impact of Mergers and Acquisitions on the Performance of Consulting Engineering Companies," Mathematics, MDPI, vol. 9(2), pages 1-20, January.
    11. Byung-Yeon Kim & Gerard Roland, 2011. "Are the Markets Afraid of Kim Jong-Il?," KIER Working Papers 789, Kyoto University, Institute of Economic Research.
    12. Nawal Seif Kassim & Roslily Ramlee & Salina Kassim, 2017. "Impact of Inclusion into and Exclusion from the Shariah Index on a Stock Price and Trading Volume: An Event Study Approach," International Journal of Economics and Financial Issues, Econjournals, vol. 7(2), pages 40-51.
    13. Chia-Lin Chang & Shu-Han Hsu & Michael McAleer, 2018. "An Event Study Analysis of Political Events, Disasters, and Accidents for Chinese Tourists to Taiwan," Sustainability, MDPI, vol. 10(11), pages 1-77, November.
    14. John García & Francesc Trillas, 2011. "Control corporativo y riqueza de los accionistas en el sector eléctrico europeo (2000-2007)," Revista de Economía Institucional, Universidad Externado de Colombia - Facultad de Economía, vol. 13(25), pages 297-319, July-Dece.
    15. Kenneth N. Kuttner & Adam S. Posen, 2010. "Do Markets Care Who Chairs the Central Bank?," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 42(2‐3), pages 347-371, March.
    16. Pantisa Pavabutr, 2021. "White Knights or Machiavellians? Understanding the motivation for reverse takeovers in Singapore and Thailand," PIER Discussion Papers 153, Puey Ungphakorn Institute for Economic Research.
    17. Luca Aguzzoni & Gregor Langus & Massimo Motta, 2013. "The Effect of EU Antitrust Investigations and Fines on a Firm's Valuation," Journal of Industrial Economics, Wiley Blackwell, vol. 61(2), pages 290-338, June.
    18. Patrice Bougette & Stéphane Turolla, 2006. "Merger Remedies at the European Commission: A Multinomial Logit Analysis," Post-Print halshs-00466603, HAL.
    19. Mr. Philip Barrett & Sophia Chen & Miss Mali Chivakul & Ms. Deniz O Igan, 2021. "Pricing Protest: The Response of Financial Markets to Social Unrest," IMF Working Papers 2021/079, International Monetary Fund.
    20. Monica Martinez-Blasco & Vanessa Serrano & Francesc Prior & Jordi Cuadros, 2023. "Analysis of an event study using the Fama–French five-factor model: teaching approaches including spreadsheets and the R programming language," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 9(1), pages 1-34, December.

    More about this item

    Keywords

    Event study; Seemingly unrelated regression (SUR); Merger and Acquisition (M&A); Singapore; Financial Industry; Cross-sector;
    All these keywords.

    JEL classification:

    • C50 - Mathematical and Quantitative Methods - - Econometric Modeling - - - General
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • G34 - Financial Economics - - Corporate Finance and Governance - - - Mergers; Acquisitions; Restructuring; Corporate Governance
    • O53 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Asia including Middle East

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eab:financ:22577. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Shiro Armstrong (email available below). General contact details of provider: https://edirc.repec.org/data/eaberau.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.